Arto Klami

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 62

Top Venues

Helsinki University of Technology, Finland (PHD)

Education History

Helsinki University of Technology, Finland

PHD

Publications

Otto Nyberg, Arto Klami
Quantifying uncertainty of uplift: Trees and T-learners. Neurocomputing 590 (2024)
Hanlin Yu, Marcelo Hartmann, Bernardo Williams Moreno Sanchez, Mark Girolami, Arto Klami
Riemannian Laplace Approximation with the Fisher Metric. AISTATS (2024)
Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Petrus Mikkola, Marcelo Hartmann, Kai Puolamäki, Arto Klami
Non-geodesically-convex optimization in the Wasserstein space. CoRR (2024)
Ville Tanskanen, Chang Rajani, Perttu Hämäläinen, Christian Guckelsberger, Arto Klami
Contextual Policies Enable Efficient and Interpretable Inverse Reinforcement Learning for Populations. Trans. Mach. Learn. Res. 2024 (2024)
Marcelo Hartmann, Bernardo Williams, Hanlin Yu, Mark Girolami, Alessandro Barp, Arto Klami
Warped geometric information on the optimisation of Euclidean functions. CoRR (2023)
Alejandro A. Icazatti, Oriol Abril Pla, Arto Klami, Osvaldo A. Martin
PreliZ: A tool-box for prior elicitation. J. Open Source Softw. 8 (90) (2023)
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics. CoRR (2023)
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Mark Girolami, Arto Klami
Riemannian Laplace Approximation with the Fisher Metric. CoRR (2023)
Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami
Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching. J. Mach. Learn. Res. 24 (2023)
Lorenzo Perini, Paul-Christian Bürkner, Arto Klami
Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection. ICML (2023)
Aurélien Nioche, Ville Tanskanen, Marcelo Hartmann, Arto Klami
Transformed Gaussian Processes for Characterizing a Model's Discrepancy. ACML (2023)
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics. Trans. Mach. Learn. Res. 2023 (2023)
Shayan Gharib, Arto Klami
Extending Interpolation Consistency Training for Unsupervised Domain Adaptation. IJCNN (2023)
Otto Nyberg, Arto Klami
Exploring uplift modeling with high class imbalance. Data Min. Knowl. Discov. 37 (2) (2023)
Jarkko Lagus, Arto Klami
Optimizing singular value based similarity measures for document similarity comparisons. ICNLSP (2022)
David Korda, Antti Penttilä, Arto Klami, Tomás Kohout
Neural network for determining an asteroid mineral composition from reflectance spectra. CoRR (2022)
Jarkko Lagus, Niki A. Loppi, Arto Klami
Second-order Document Similarity Metrics for Transformers. ICNLSP (2022)
Krista Longi, Jakob Lindinger, Olaf Duennbier, Melih Kandemir, Arto Klami, Barbara Rakitsch
Traversing Time with Multi-Resolution Gaussian Process State-Space Models. L4DC (2022)
Marcelo Hartmann, Mark Girolami, Arto Klami
Lagrangian Manifold Monte Carlo on Monge Patches. CoRR (2022)
Aini Putkonen, Aurélien Nioche, Ville Tanskanen, Arto Klami, Antti Oulasvirta
How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling? UMAP (2022)
Marcelo Hartmann, Mark Girolami, Arto Klami
Lagrangian manifold Monte Carlo on Monge patches. AISTATS (2022)
Lorenzo Perini, Paul C. Bürkner, Arto Klami
Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection. CoRR (2022)
Maria Yli-Heikkilä, Samantha Wittke, Markku Luotamo, Eetu Puttonen, Mika Sulkava, Petri Pellikka, Janne Heiskanen, Arto Klami
Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network. Remote. Sens. 14 (17) (2022)
Markku Luotamo, Sari Metsämäki, Arto Klami
Multiscale Cloud Detection in Remote Sensing Images Using a Dual Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 59 (6) (2021)
Otto Nyberg, Tomasz Kusmierczyk, Arto Klami
Uplift Modeling with High Class Imbalance. ACML (2021)
Mikko E. Toivonen, Chang Rajani, Arto Klami
Snapshot hyperspectral imaging using wide dilation networks. Mach. Vis. Appl. 32 (1) (2021)
Ville Tanskanen, Chang Rajani, Homayun Afrabandpey, Aini Putkonen, Aurélien Nioche, Arto Klami
Modeling Risky Choices in Unknown Environments. ACML (2021)
Otto Nyberg, Arto Klami
Reliably Calibrated Isotonic Regression. PAKDD (1) (2021)
Mikko E. Toivonen, Topi Talvitie, Chang Rajani, Arto Klami
Visible Light Spectrum Extraction from Diffraction Images by Deconvolution and the Cepstrum. J. Imaging 7 (9) (2021)
Jarkko Lagus, Arto Klami
Learning to Lemmatize in the Word Representation Space. NoDaLiDa (2021)
Krista Longi, Jakob Lindinger, Olaf Duennbier, Melih Kandemir, Arto Klami, Barbara Rakitsch
Traversing Time with Multi-Resolution Gaussian Process State-Space Models. CoRR (2021)
Krista Longi, Chang Rajani, Tom Sillanpää, Joni Mäkinen, Timo Rauhala, Ari Salmi, Edward Hæggström, Arto Klami
Sensor Placement for Spatial Gaussian Processes with Integral Observations. UAI (2020)
Ville Tanskanen, Krista Longi, Arto Klami
Non-Linearities in Gaussian Processes with Integral Observations. MLSP (2020)
Tomasz Kusmierczyk, Arto Klami
Mixture of Discrete Normalizing Flows for Variational Inference. CoRR (2020)
Marcelo Hartmann, Georgi Agiashvili, Paul C. Bürkner, Arto Klami
Flexible Prior Elicitation via the Prior Predictive Distribution. UAI (2020)
Mikko E. Toivonen, Arto Klami
Practical Camera Sensor Spectral Response and Uncertainty Estimation. J. Imaging 6 (8) (2020)
Markku Luotamo, Sari Metsämäki, Arto Klami
Multi-scale Cloud Detection in Remote Sensing Images using a Dual Convolutional Neural Network. CoRR (2020)
Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami
Correcting Predictions for Approximate Bayesian Inference. AAAI (2020)
Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami
Variational Bayesian Decision-making for Continuous Utilities. NeurIPS (2019)
Jarkko Lagus, Janne Sinkkonen, Arto Klami
Low-Rank Approximations of Second-Order Document Representations. CoNLL (2019)
Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami
Variational Bayesian Decision-making for Continuous Utilities. CoRR (2019)
Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami
Correcting Predictions for Approximate Bayesian Inference. CoRR (2019)
Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami
Prior specification via prior predictive matching: Poisson matrix factorization and beyond. CoRR (2019)
Chang Rajani, Arto Klami, Ari Salmi, Timo Rauhala, Edward Hæggström, Petri Myllymäki
Detecting Industrial fouling by monotonicity during ultrasonic Cleaning. MLSP (2018)
Aditya Jitta, Arto Klami
On Controlling the Size of Clusters in Probabilistic Clustering. AAAI (2018)
Lidia Pivovarova, Arto Klami, Roman Yangarber
Benchmarks and models for entity-oriented polarity detection. NAACL-HLT (3) (2018)
Arto Klami, Jarkko Lagus, Joseph Sakaya
Lambert Matrix Factorization. ECML/PKDD (2) (2018)
Jarkko Lagus, Krista Longi, Arto Klami, Arto Hellas
Transfer-Learning Methods in Programming Course Outcome Prediction. ACM Trans. Comput. Educ. 18 (4) (2018)
Joseph Sakaya, Arto Klami
Importance Sampled Stochastic Optimization for Variational Inference. UAI (2017)
Aditya Jitta, Arto Klami
Partially hidden Markov models for privacy-preserving modeling of indoor trajectories. Neurocomputing 266 (2017)
Lidia Pivovarova, Llorenç Escoter, Arto Klami, Roman Yangarber
HCS at SemEval-2017 Task 5: Polarity detection in business news using convolutional neural networks. SemEval@ACL (2017)
Krista Longi, Teemu Pulkkinen, Arto Klami
Semi-supervised Convolutional Neural Networks for Identifying Wi-Fi Interference Sources. ACML (2017)
Aditya Jitta, Arto Klami
Few-to-few Cross-domain Object Matching. AMBN (2017)
Juho Leinonen, Krista Longi, Arto Klami, Arto Vihavainen
Automatic Inference of Programming Performance and Experience from Typing Patterns. SIGCSE (2016)
Juho Leinonen, Krista Longi, Arto Klami, Alireza Ahadi, Arto Vihavainen
Typing Patterns and Authentication in Practical Programming Exams. ITiCSE (2016)
Jussi Korpela, Andreas Henelius, Lauri Ahonen, Arto Klami, Kai Puolamäki
Using regression makes extraction of shared variation in multiple datasets easy. Data Min. Knowl. Discov. 30 (5) (2016)
Arto Klami, Aditya Jitta
Probabilistic Size-constrained Microclustering. UAI (2016)
Salvatore Andolina, Khalil Klouche, Jaakko Peltonen, Mohammad E. Hoque, Tuukka Ruotsalo, Diogo Cabral, Arto Klami, Dorota Glowacka, Patrik Floréen, Giulio Jacucci
IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search. IUI (2015)
Krista Longi, Juho Leinonen, Henrik Nygren, Joni Salmi, Arto Klami, Arto Vihavainen
Identification of programmers from typing patterns. Koli Calling (2015)
Arto Klami, Seppo Virtanen, Eemeli Leppäaho, Samuel Kaski
Group Factor Analysis. IEEE Trans. Neural Networks Learn. Syst. 26 (9) (2015)
Jukka-Pekka Kauppi, Melih Kandemir, Veli-Matti Saarinen, Lotta Hirvenkari, Lauri Parkkonen, Arto Klami, Riitta Hari, Samuel Kaski
Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals. NeuroImage 112 (2015)
Arto Klami, Abhishek Tripathi, Johannes Sirola, Lauri Väre, Frédéric Roulland
Latent feature regression for multivariate count data. AISTATS (2015)
Zakria Hussain, Arto Klami, Jussi Kujala, Alex Po Leung, Kitsuchart Pasupa, Peter Auer, Samuel Kaski, Jorma Laaksonen, John Shawe-Taylor
PinView: Implicit Feedback in Content-Based Image Retrieval. CoRR (2014)
Melih Kandemir, Akos Vetek, Mehmet Gönen, Arto Klami, Samuel Kaski
Multi-task and multi-view learning of user state. Neurocomputing 139 (2014)
Arto Klami
Polya-gamma augmentations for factor models. ACML (2014)
Arto Klami, Guillaume Bouchard, Abhishek Tripathi
Group-sparse Embeddings in Collective Matrix Factorization. ICLR (2014)
Arto Klami
Bayesian object matching. Mach. Learn. 92 (2-3) (2013)
Arto Klami, Seppo Virtanen, Samuel Kaski
Bayesian Canonical correlation analysis. J. Mach. Learn. Res. 14 (1) (2013)
Sourav Bhattacharya, Santi Phithakkitnukoon, Petteri Nurmi, Arto Klami, Marco Veloso, Carlos Bento
Gaussian process-based predictive modeling for bus ridership. UbiComp (Adjunct Publication) (2013)
Seppo Virtanen, Yangqing Jia, Arto Klami, Trevor Darrell
Factorized Multi-Modal Topic Model. UAI (2012)
Arto Klami
Variational Bayesian Matching. ACML (2012)
Seppo Virtanen, Arto Klami, Suleiman A. Khan, Samuel Kaski
Bayesian Group Factor Analysis. AISTATS (2012)
Arto Klami, Seppo Virtanen, Samuel Kaski
Bayesian exponential family projections for coupled data sources CoRR (2012)
Seppo Virtanen, Yangqing Jia, Arto Klami, Trevor Darrell
Factorized Multi-Modal Topic Model CoRR (2012)
Melih Kandemir, Arto Klami, Akos Vetek, Samuel Kaski
Unsupervised Inference of Auditory Attention from Biosensors. ECML/PKDD (2) (2012)
Abhishek Tripathi, Arto Klami, Matej Oresic, Samuel Kaski
Matching samples of multiple views. Data Min. Knowl. Discov. 23 (2) (2011)
Seppo Virtanen, Arto Klami, Samuel Kaski
Bayesian CCA via Group Sparsity. ICML (2011)
Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Po Leung, Kitsuchart Pasupa, John Shawe-Taylor
Pinview: Implicit Feedback in Content-Based Image Retrieval. WAPA (2010)
Jaakko Viinikanoja, Arto Klami, Samuel Kaski
Variational Bayesian Mixture of Robust CCA Models. ECML/PKDD (3) (2010)
Simon Rogers, Arto Klami, Janne Sinkkonen, Mark A. Girolami, Samuel Kaski
Infinite factorization of multiple non-parametric views. Mach. Learn. 79 (1-2) (2010)
Arto Klami, Seppo Virtanen, Samuel Kaski
Bayesian exponential family projections for coupled data sources. UAI (2010)
Kitsuchart Pasupa, Craig Saunders, Sándor Szedmák, Arto Klami, Samuel Kaski, Steve R. Gunn
Learning to rank images from eye movements. ICCV Workshops (2009)
Eerika Savia, Arto Klami, Samuel Kaski
Fast dependent components for fMRI analysis. ICASSP (2009)
László Kozma, Arto Klami, Samuel Kaski
GaZIR: gaze-based zooming interface for image retrieval. ICMI (2009)
Abhishek Tripathi, Arto Klami, Samuel Kaski
Using dependencies to pair samples for multi-view learning. ICASSP (2009)
Arto Klami, Samuel Kaski
Probabilistic approach to detecting dependencies between data sets. Neurocomputing 72 (1-3) (2008)
Abhishek Tripathi, Arto Klami, Samuel Kaski
Simple integrative preprocessing preserves what is shared in data sources. BMC Bioinform. 9 (2008)
Arto Klami, Craig Saunders, Teófilo Emídio de Campos, Samuel Kaski
Can relevance of images be inferred from eye movements? Multimedia Information Retrieval (2008)
Arto Klami, Samuel Kaski
Local dependent components. ICML (2007)
Arto Klami, Samuel Kaski
Non-parametric dependent components. ICASSP (5) (2005)
Samuel Kaski, Janne Sinkkonen, Arto Klami
Discriminative clustering. Neurocomputing 69 (1-3) (2005)
Jaakko Peltonen, Arto Klami, Samuel Kaski
Improved learning of Riemannian metrics for exploratory analysis. Neural Networks 17 (8-9) (2004)
Samuel Kaski, Janne Sinkkonen, Arto Klami
Regularized discriminative clustering. NNSP (2003)
Jaakko Peltonen, Arto Klami, Samuel Kaski
Learning More Accurate Metrics for Self-Organizing Maps. ICANN (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Arto Klami